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光伏发电技术 ★ 5.0

考虑颗粒再悬浮行为的含尘风流经光伏组件时颗粒沉积与发电效率降低的研究

Investigation of particle deposition and power efficiency reduction of dust-laden wind flow over photovoltaic modules considering particle resuspension behaviors

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中文摘要

摘要 近年来,太阳能作为一种关键的可再生能源,在全球范围内得到了广泛应用。然而,灰尘颗粒在光伏(PV)组件表面的沉积会降低发电效率,特别是在易积尘地区尤为显著。为了更深入地理解颗粒沉积与再悬浮的行为特征,本研究建立了一种耦合计算流体动力学–离散元方法(CFD-DEM)的多物理场模型。该模型综合考虑了颗粒的沉积与再悬浮过程,能够捕捉包括碰撞、滚动、滑动、反弹以及再悬浮在内的颗粒动力学行为。研究探讨了风速U<sub>Hp</sub>、颗粒直径d<sub>p</sub>和组件倾角θ对再悬浮率及其对光伏性能影响的作用规律。结果表明,光伏组件的倾角θ对颗粒再悬浮行为具有显著影响。当θ = 140°、d<sub>p</sub> = 200 μm且U<sub>Hp</sub> = 5.2 m/s时,再悬浮率η<sub>resusp</sub>达到峰值99.7%,明显高于其他角度条件下的数值。此外,粒径范围为100 μm–300 μm的颗粒表现出更高的再悬浮倾向,尤其是在较高气流速度条件下更为明显。最后,采用一个经验公式预测颗粒再悬浮对光伏发电效率的影响,并引入性能损失比(PLR)来量化因再悬浮导致的效率损失降低程度。在θ = 140°、d<sub>p</sub> = 100 μm且U<sub>Hp</sub> = 5.2 m/s的条件下,PLR达到最大值99.6%,表明在此情况下再悬浮带来的清洁效果最为显著。

English Abstract

Abstract Solar energy, as a key renewable resource, has been widely adopted worldwide in recent years. However, dust particle deposition on photovoltaic (PV) modules can reduce power generation efficiency, particularly in dust-prone regions. To better understand the behavior of particle deposition and resuspension, this study develops a coupled computational fluid dynamics–discrete element method (CFD-DEM) multiphysics model. The model considers the deposition and resuspension of particles. The model can capture particle dynamics, including collision, rolling, sliding, rebound, and resuspension. The study investigate the effects of wind speed U Hp , particle diameter d p , and module tilt angle θ on resuspension rates and their consequent impact on PV performance. The results indicated that the PV module’s θ significantly influenced the particles resuspension behavior. At θ = 140 ° , d p =200 μm and U Hp = 5.2 m/s, the resuspension rate η resusp peaked at 99.7 %, significantly higher than at other angles. Moreover, 100 μm-300 μm particles showed higher susceptibility to resuspension, especially under higher airflow velocities. Finally, an empirical formula was employed to predict the effect of particle resuspension on PV power generation efficiency, with the performance loss ratio (PLR) used to quantify the reduction in efficiency loss due to resuspension. At θ = 140 ° , d p =100 μm and U Hp = 5.2 m/s, the PLR reached a maximum of 99.6 %, indicating the most effective cleaning effect from resuspension in this case.
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SunView 深度解读

该研究揭示了光伏组件灰尘沉积与再悬浮机理,对阳光电源SG系列光伏逆变器及iSolarCloud智能运维平台具有重要价值。研究发现140°倾角、5.2m/s风速下100-300μm颗粒再悬浮率达99.7%,功率损失恢复率达99.6%。可应用于:1)优化MPPT算法,基于环境参数动态补偿灰尘损失;2)增强iSolarCloud预测性维护功能,根据风速、倾角、颗粒物数据智能推荐清洁周期;3)指导沙漠/戈壁电站的组件安装倾角设计,平衡发电效率与自清洁能力,降低运维成本,提升1500V大型地面电站系统发电量。